Discover big data companies on DesignRush that transform raw, complex datasets into clear business intelligence and actionable insights. Our directory is a reliable source for finding a vetted partner that can scale your data capabilities as your business grows.
Organic rankings are determined by five factors: top services, reviews, portfolio, awards/press, and team expertise. Sponsored listings pay for a placement that appears above organic positions. Sponsorship does not affect star ratings or review content - read more on our methodology page.
Software & IT Services ×
FINA2.NET is an international IT company operating since 2006, with solutions implemented across 14 countries and experience working with 13 central banks. We provide SupTech and RegTech solutions for regulators, alongside complex custom software, digital transformation, Business Intelligence, AI, and...
Top Services:
- Software Development
- IT Services
- eCommerce Development
- Big Data Analytics
- AI Development
- Show more
- Location
- Tbilisi, Georgia
- Number of Employees
- Under 49
Infinite Possibilities with Technology
Kellton is a publicly listed, CMMI Level 5, and ISO 9001:2015 certified global company, providing cutting-edge AI and digital transformation solutions and services in strategy, consulting, digital, and technology...
Top Services:
- Big Data Analytics
- Software Development
- AI Development
- Mobile App Development
- Show more
- Location
- Hyderabad, India
- Number of Employees
- 1000 & Up
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 8 Projects Listed
Elevating Businesses to Cloud Nine
OTS Solutions is a Dallas-based AWS consulting firm that provides cutting-edge Information Technology Consulting, Services, and Solutions. Our commitment to innovation, knowledge, and expertise, combined with award-winning processes and core values, ensures we consistently deliver value to our clients...
Top Services:
- Cloud Consulting
- Mobile App Development
- Big Data Analytics
- Software Development
- IT Services
- Show more
- Location
- Allen, Texas
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 1 Project Listed
Your Software Development Partner Where AI Innovation Meets Engineering Excellence
Founded in 2000, Radixweb is a global leader in AI-driven software, product engineering & digital transformation. With 25+ yrs, 650+ experts & 5,500+ projects for 3,000+ clients in 25+ countries, we deliver cloud & AI solutions across industries, driving innovation, agility & growth...
Top Services:
- Software Development
- Web Development
- eCommerce Development
- Mobile App Development
- IT Services
- Show more
- Location
- Ahmedabad, India
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $25/hr
- Portfolios Count
- 24 Projects Listed
Production-grade software & frontier AI for regulated industries
BeevR is a senior, founder-led engineering team building production-grade software and frontier AI for healthcare, fintech, manufacturing and logistics. We build the unglamorous 99% first clean data, security, compliance, audit trails so the clever 1% survives real users and real data...
Top Services:
- Software Development
- Mobile App Development
- Staff Augmentation
- Big Data Analytics
- IT Services
- Show more
- Location
- Hanoi, Vietnam
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 8 Projects Listed
Accelerate Your Technology Roadmap
Our main objective is to build the most outstanding and robust software development teams in Latin America for companies looking for first class technological solutions and accelerate your technology roadmap...
Top Services:
- Software Development
- Staff Augmentation
- AI Development
- Big Data Analytics
- UI/UX Design
- Show more
- Location
- Panama City, Panama
- Number of Employees
- Under 49
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 10 Projects Listed
Software that fits.
At Buildo, we specialize in crafting bespoke software solutions that precisely align with our clients' unique needs and objectives. Our team excels in delivering top-notch custom software, ensuring seamless integration and optimal functionality for your business...
Top Services:
- Software Development
- AI Development
- Mobile App Development
- UI/UX Design
- Staff Augmentation
- Show more
- Location
- Milan, Italy
- Number of Employees
- Under 49
- Average Hourly Rate
- $80/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 3 Projects Listed
The Wisdom of Technology
Deliver quality engineering projects, agile, secure, efficient and scalable. The world as we know it is quickly changing towards a data-driven culture, where you can get all the information you need within seconds in the reach of a fingertip; the processes we all once knew are quickly digitizing for a great...
Top Services:
- Software Development
- Mobile App Development
- Big Data Analytics
- DevOps Consulting
- Staff Augmentation
- Show more
- Location
- Mexico City, Mexico
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 6 Projects Listed
We Believe In Delivering Excellence
BR Softech is the leading mobile game development company in the USA. We deal in website development, game development, and app design and development...
Top Services:
- Mobile App Development
- Big Data Analytics
- AI Development
- Cybersecurity
- VR/AR
- Show more
- Location
- Boston, Massachusetts
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $50/hr
- Portfolios Count
- 3 Projects Listed
AI-Augmented Software Development for Global Businesses
Agiliway is an AI-augmented software development and consulting company headquartered in Austin, Texas, with development centers in Poland (Kraków), Ukraine (Lviv, Chernivtsi), and Argentina (Buenos Aires)...
Top Services:
- AI Development
- Software Development
- Business Consulting
- DevOps Consulting
- Big Data Analytics
- Show more
- Location
- Austin, Texas
- Number of Employees
- 100 - 249
- Portfolios Count
- 4 Projects Listed
AI Solutions For Smarter Business And A Sustainable Future
We provide AI-powered solutions that help businesses optimize operations, drive innovation, and make data-driven decisions. From predictive analytics to automation and computer vision, our expertise spans industries like manufacturing, renewable energy, agriculture, and natural resource management. We combine...
Top Services:
- Big Data Analytics
- AI Development
- Location
- Negaunee, Michigan
- Number of Employees
- Under 49
- Minimal Budget
- $1,000 - $10,000
Your Trusted Partner
Global Enterprise Mobility (GEM) – the global technology and IT services company - is one of the proud representatives for the emerging Vietnamese IT sector...
Top Services:
- Software Development
- Mobile App Development
- AI Development
- Big Data Analytics
- IT Services
- Show more
- Location
- Hanoi, Vietnam
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 7 Projects Listed
Custom Software. Intelligent Solutions.
Chetu is a global software development company delivering tailored solutions across industries. With specialized expertise in AR/VR AI technologies, Chetu empowers businesses to innovate and stay ahead in the digital landscape...
Top Services:
- Software Development
- Mobile App Development
- AI Development
- Software Testing
- DevOps Consulting
- Show more
- Location
- Sunrise, Florida
- Number of Employees
- 1000 & Up
- Portfolios Count
- 7 Projects Listed
AI-Enhanced Multilingual Outsourcing Company
Oworkers is a company with more than 10 years of experience and 400+ employees . Our management has a cumulative 25+ years of experiences in the business process outsourcing (BPO) industry...
Top Services:
- IT Services
- AI Development
- Big Data Analytics
- Location
- London, United Kingdom
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $4/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 3 Projects Listed
Exceeding SAP Excellence. We Get the Job Right.
Groupsoft partners with marquee clients in retail, finance, and consumer products, delivering SAP excellence through a passionate team and a broad range of solutions. From project management to cloud migration, we're your transformation catalysts...
Top Services:
- IT Services
- Big Data Analytics
- Cloud Consulting
- Location
- Princeton, New Jersey
- Number of Employees
- 100 - 249
- Portfolios Count
- 5 Projects Listed
Engineering Whats Next
Stackera Canada Inc. turns complex business challenges into dependable fintech, payments, AI, and supply chain technology...
Top Services:
- IoT
- AI Development
- Big Data Analytics
- Blockchain
- Mobile App Development
- Show more
- Location
- Toronto, Canada
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 3 Projects Listed
The Digital Company
With passion and innovative spirit, we advise and support companies and organizations in their very individual digital transformation. Alter Solutions Deutschland focuses on supporting its customers in the fields Cyber Security, Cloud & Infrastructure, Software Delivery, Business Performance and Agile IT...
Top Services:
- Software Development
- Cybersecurity
- Cloud Consulting
- Big Data Analytics
- Mobile App Development
- Show more
- Location
- Dusseldorf, Germany
- Number of Employees
- 50 - 99
- Portfolios Count
- 5 Projects Listed
Modernizing the Human Experience
Universal Equations, Inc. delivers cloud-native data services and AI-driven digital experiences. Born from a family story of resilience, we champion innovation, trust, and inclusion. Our services span web dev, AI consulting, data, and custom software...
Top Services:
- Software Development
- Big Data Analytics
- Web Development
- Location
- Fort Lee, New Jersey
- Number of Employees
- Under 49
- Average Hourly Rate
- $90/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
Powering Business Intelligence with AI-Driven Data Support
Data-Entry-India.com is a global Data & AI operations partner. Serving 3,850+ clients across 50+ countries, we specialize in enterprise data operations, AI training data services, digital commerce data support, data research and intelligence services, and document and content-related support...
Top Services:
- Big Data Analytics
- BPO
- AI Development
- Managed Services
- Business Consulting
- Show more
- Location
- New Delhi, India
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
Innovative AI solutions for your business
Since 2006, we have been developing unique and powerful business solutions in various industries, such as Retail & eCommerce, FinTech & Banking, Manufacturing, Oil & Gas, Telecom, Software & Hi-Tech and Insurance.Usetech provides services in AI, Machine Learning, Data Science, Big Data, etc...
Top Services:
- AI Development
- IoT
- Software Development
- Software Testing
- Big Data Analytics
- Show more
- Location
- Dubai, United Arab Emirates
- Number of Employees
- 1000 & Up
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 4 Projects Listed
Business Analytics Simplified
We are experts in business analytics and business intelligence solutions. From data to dashboards to decisions, we help you every step of the way...
Top Services:
- Business Consulting
- Big Data Analytics
- Location
- Worksop, United Kingdom
- Number of Employees
- Under 49
- Average Hourly Rate
- $120/hr
- Minimal Budget
- $1,000 - $10,000
Get Tomorrows Information Technology Today.
Zeal is a local, Dallas-based software development boutique consultancy...
Top Services:
- Software Development
- Staff Augmentation
- Big Data Analytics
- IT Services
- Managed Services
- Show more
- Location
- Dallas, Texas
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $175/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 7 Projects Listed
HubSpot CRM & Revenue Operations Solutions
Lead Love is a standout Revenue Operations agency specializing in HubSpot-centered tech stacks. We are a team of CRM architects, BI analytics aficionados, and marketing + sales operations veterans. Ready to supercharge your CRM? Contact us!...
Top Services:
- CRM Consulting
- Managed Services
- Event Marketing
- CRO
- Big Data Analytics
- Show more
- Location
- Los Angeles, California
- Number of Employees
- Under 49
Leading the Way in IT Solutions and Staff Augmentation
CIS, established in 2003, is a global leader in IT and Staff Augmentation. Serving over 2100 clients across 100+ countries, our comprehensive services range from custom software development to digital marketing. Our recognized certifications and partnerships set us apart as a top choice in our field...
Top Services:
- AI Development
- Web Design
- Web Development
- eCommerce Development
- VR/AR
- Show more
- Location
- San Jose, California
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $20/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 6 Projects Listed
We Turn Data Into Gold™
MOST Programming, Inc. is a woman and veteran-owned technology business specializing in custom web-based solutions for business intelligence, data analytics, dashboards and process optimization.We take your data and simplify it visually real-time...
Top Services:
- Software Development
- Big Data Analytics
- IT Services
- Location
- Denver, Colorado
- Number of Employees
- Under 49
- Average Hourly Rate
- $70/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 2 Projects Listed
Engineering Organisational Intelligence
Braidr is a global data and AI consulting company. They combine applied data science, AI, and systems thinking to engineer organisational intelligence for businesses, helping them maximise efficiency, perform better, and accelerate real-world advantage...
Top Services:
- AI Development
- Big Data Analytics
- Cloud Consulting
- IT Services
- Show more
- Location
- London, United Kingdom
- Number of Employees
- Under 49
- Minimal Budget
- Under $1,000
Driving Insights. Amplifying Results.
At Core Analitica, we believe that data holds the key to unlocking hidden opportunities and driving informed decision-making. Our team of experienced data scientists, engineers, and analysts is committed to providing customized data analytics solutions tailored to your unique business needs...
Top Services:
- Big Data Analytics
- IT Services
- AI Development
- Location
- St. Petersburg, Florida
- Number of Employees
- Under 49
Your Digital Partner for Project Success.
Perimattic is a technology partner specializing in AI development, software development, cloud solutions, DevOps, MLOps, and enterprise technology services. The company helps startups, growing businesses, and enterprises build secure, scalable, and high-performance digital solutions...
Top Services:
- AI Development
- DevOps Consulting
- Cloud Consulting
- Software Testing
- Software Development
- Show more
- Location
- San Francisco, California
- Number of Employees
- Under 49
- Average Hourly Rate
- $25/hr
Solutions Focused On Your Business
ConvergeSol is a US-based technology consulting and custom software development company specializing in AI, SaaS, cloud, Salesforce, and enterprise applications. We build, modernize, and manage secure, scalable solutions for startups, SMBs, and enterprises...
Top Services:
- Software Development
- IT Services
- Big Data Analytics
- AI Development
- Software Testing
- Show more
- Location
- New York City, New York
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 3 Projects Listed
Data & AI Automation
At EXL, our collaboration is built on ongoing listening and learning to adapt our methodologies. Whether your goals are scaling the use of AI and digital, data mining, redesign operating models, or driving better and faster decisions, were here to partner with you to help you gain and maintain competitive...
Top Services:
- Big Data Analytics
- AI Development
- Location
- New York City, New York
- Number of Employees
- Under 49
Your Dedicated IT Partners
brij is one of the largest Oracle ERP reseller and professional services practices in the United States. For over 35 years, Brij has provided in-depth technical and application sales, consulting, upgrades, systems support services, and project management all over the United States...
Top Services:
- Big Data Analytics
- IT Services
- Location
- Greensboro, North Carolina
- Number of Employees
- 100 - 249
A trusted name in Technology
IT America excels in tailored staffing and consulting, spanning app development, blockchain, MongoDB, education services, and Q&A testing...
Top Services:
- Big Data Analytics
- IT Services
- Location
- Edison, New Jersey
- Number of Employees
- 250 - 499
Turning data into opportunities!
AANU Solutions operates in the field of data consultancy, undertaking transformative projects including Data Consulting, Data Engineering, Data Analysis, Data Quality, Data Strategy etc.AANU Solutions recently assisted a telecom giant in migrating petabytes of data from their Data Lake to Snowflake...
Top Services:
- Big Data Analytics
- Cloud Consulting
- Location
- Calgary, Canada
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $200/hr
- Minimal Budget
- $10,000 - $25,000
Data. Intelligence. Results.
Data, AI, Cloud and Analytics Consulting for Enterprise Growth...
Top Services:
- Big Data Analytics
- Staff Augmentation
- Location
- Wilmington, Delaware
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $99/hr
- Minimal Budget
- $1,000 - $10,000
From Data To Growth Digital Consulting That Delivers
websiteTOON Consulting is a Canada-based digital marketing and IT consultancy that helps businesses optimize their operations and online presence. The agency offers a range of services, including web and software development, CRM/ERP consulting, analytics & data management, and full-fledged digital marketing...
Top Services:
- Big Data Analytics
- CRM Consulting
- Location
- Mississauga, Canada
- Number of Employees
- Under 49
Enterprise Data Governance Consulting Services
EWSolutions helps organizations implement structured data governance frameworks that ensure secure, consistent, and compliant data management. The firm combines master-data management, data quality, and compliance services to make enterprise data reliable and actionable...
Top Services:
- Big Data Analytics
- IT Services
- Location
- Bloomingdale, Illinois
- Number of Employees
- 50 - 99
Protecting Your Business, Not Just Your Data
AlixPartners helps organizations implement robust data governance frameworks that secure data integrity, manage risk and unlock actionable insights. The firm combines data science, privacy and compliance expertise to turn raw data into dependable intelligence...
Top Services:
- Big Data Analytics
- IT Services
- Location
- New York City, New York
- Number of Employees
- 1000 & Up
Driving Digital Agility
Marlabs helps organizations implement robust data-governance frameworks that ensure data is accurate, compliant, and ready for analysis. The firm combines master-data management, data-quality controls and governance strategy to turn raw data into trusted business intelligence...
Top Services:
- Big Data Analytics
- IT Services
- Location
- New York City, New York
- Number of Employees
- 1000 & Up
Empowering Intuition
GrayMatter Software Services helps organizations build robust data governance frameworks that ensure data integrity, quality, and security. The firm combines master data management, metadata governance, and compliance-ready processes to make data reliable and actionable...
Top Services:
- Big Data Analytics
- IT Services
- Location
- Addison, Texas
- Number of Employees
- 250 - 499
Maximizing the Value of Data
Sparkle helps organizations build structured data governance frameworks that ensure data quality, consistency, and compliance. The firm combines strategic assessment, metadata management and tailored governance processes to help clients treat data as a reliable business asset...
Top Services:
- Big Data Analytics
- IT Services
- Location
- Leuven, Belgium
- Number of Employees
- 100 - 249
Optimize Compliance and Integrity With Data Governance Services.
D3Clarity helps organizations implement robust data governance frameworks that secure data integrity, quality, and compliance. The firm combines metadata management, master data governance, policy definition and data quality controls to turn raw data into reliable, actionable business intelligence...
Top Services:
- Big Data Analytics
- IT Services
- Location
- Austin, Texas
- Number of Employees
- Under 49
Data Simplified. Marketing Optimized. Insights Delivered.
Solvenna builds comprehensive data governance frameworks that ensure data accuracy, security, and compliance. The firm combines governance policy design, metadata management and data quality measures to help organizations transform raw data into reliable, busines-sready assets...
Top Services:
- Big Data Analytics
- IT Services
- Location
- Chicago, Illinois
- Number of Employees
- Under 49
Transform your organization through the power of data.
Brooklyn Data is a data and analytics consultancy that helps organizations build modern, scalable data infrastructure, transform raw data into actionable insights, and implement data-driven operations offering data engineering, analytics, governance, AI/ML, and full-stack data services to enable better...
Top Services:
- Big Data Analytics
- AI Development
- Location
- New York City, New York
- Number of Employees
- 100 - 249
Driving digital success for over 35 years.
Programmers Inc. is a full-service IT consulting and digital-engineering firm providing data engineering, data & analytics, AI/ML, software development, cloud & integration and custom product services helping companies build scalable data platforms, derive actionable insights, and modernize digital...
Top Services:
- Big Data Analytics
- AI Development
- Location
- Chicago, Illinois
- Number of Employees
- 100 - 249
Data Warehouse Consulting Excellence
BPSCorp builds and maintains robust data warehouse solutions and offers consulting on SQL Server, data integration, and BI tooling. The firm helps clients consolidate data, manage infrastructure, and turn raw data into actionable business intelligence...
Top Services:
- Big Data Analytics
- IT Services
- Location
- Sacramento, California
- Number of Employees
- Under 49
Migrate to Cloud With Ease.
Feathersoft specializes in Power BI consulting, helping organizations convert complex data into actionable insights. Their team develops interactive dashboards, data models, and reporting solutions that support informed decision-making and operational efficiency...
Top Services:
- Big Data Analytics
- Software Development
- Location
- Ontario, California
- Number of Employees
- 250 - 499
Tableau Consulting Services
Onware provides specialized Tableau consulting services that help organizations convert complex data into actionable insights with interactive dashboards and analytics solutions. As a certified Tableau Solutions Partner, the agency integrates data from multiple systems and builds tailored visualizations that...
Top Services:
- Big Data Analytics
- IT Services
- Location
- Houston, Texas
- Number of Employees
- 50 - 99
Fix the foundation before you scale the spend.
Axer Strategies is the independent diagnostic and strategic layer for corporate B2B marketing teams, identifying the performance constraints and prescribing the sequence their teams implement...
Top Services:
- Digital Strategy
- Business Consulting
- Digital Marketing
- Big Data Analytics
- CRO
- Show more
- Location
- Dallas, Texas
- Number of Employees
- Under 49
- Minimal Budget
- $1,000 - $10,000
Passion for IoT and real-time data
Programming and electronics design for Internet-connected devices.We are a team of experienced and highly qualified engineers who design and build applications for embedded platforms...
Top Services:
- IoT
- Software Development
- Cloud Consulting
- Mobile App Development
- DevOps Consulting
- Show more
- Location
- Poznan, Poland
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 6 Projects Listed
An Innovation Driven App Development Company
Hubspire stands as a premier mobile app development firm situated in the heart of New York City. Renowned for our exceptional and unique end-to-end app solutions and educational app, we cater to both large-scale enterprises and small businesses, alongside government agencies...
Top Services:
- Mobile App Development
- IoT
- UI/UX Design
- AI Development
- Web Development
- Show more
- Location
- New York City, New York
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $100/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 5 Projects Listed
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Big Data Company FAQs
What is a big data company?
A big data company analyzes vast volumes of complex data to guide valuable business decisions. It often works with disparate, unfiltered data that requires advanced techniques and technologies to detect patterns that are not immediately apparent.
For instance, a big data company processes customer data from offline (e.g., in-store visits) and online sources (e.g., social media, eCommerce stores, and email forms) to predict buying behavior.
How do big data agencies help businesses analyze and leverage massive datasets?
Big data agencies help businesses leverage massive data through specialized tools and techniques to collect, filter, organize, and analyze data. After, it translates this information into understandable and usable formats, such as reports or dashboards. By doing so, businesses can make strategic decisions to enhance operations, customer experiences, and product offerings, resulting in a competitive advantage.
Which industries benefit most from big data solutions?
The healthcare, finance, manufacturing, and retail industries benefit most from big data solutions. Healthcare providers use big data for more accurate patient diagnosis; financial institutions for fraud detection and risk assessment; manufacturing for supply chain optimization; and retail for demand prediction.
However, beyond these sectors, businesses of all types can gain from partnering with a data analytics company. With over 1.45 trillion gigabytes of data generated daily, organizations will require experts to effectively manage and analyze their data.
What are the top-rated big data companies on DesignRush in 2025?
In 2025, the top-rated big data companies on DesignRush include:
What core and specialized big data services do these companies provide?
These companies provide the following core and specialized big data services:
- Data integration
- Predictive analytics
- Customized reporting
- Data visualization
- Artificial intelligence (AI) and machine learning (ML) training and integration
- Real-time analytics
- Data governance
- Business intelligence consulting
How much do big data services cost in 2025?
In 2025, big data services cost $5,000 to $15,000 annually for small businesses, $15,000 to $100,000 for mid-sized companies, and $100,000 to $500,000 for enterprises.
However, the final cost will be determined by the organization's data complexity and volume, technology and infrastructure, industry-specific requirements, and service model.
How long does it take to see ROI from big data projects?
It takes about 6-12 months after deployment to see ROI from big data projects. Within this timeframe, businesses can experience a more stable data model, efficient workflows, and an improved bottom line.
However, the exact length of time will depend on the organization’s goals and KPIs, data maturity level, and user adoption rates.
What should you look for when hiring a big data company?
When hiring a big data company, look for markers of reliability and credibility, such as:
- Industry certifications, awards, and recognitions
- Case studies and recent projects that show experience in your industry
- Positive client feedback and testimonies
- Strong data governance
- Knowledge of the latest tools and best practices, such as AI/ML, SQL, and PowerBI
- Cultural alignment and a transparent and collaborative approach
What red flags indicate that a big data provider may not be the right fit?
Here are some indicators that the big data provider may not be the right fit for your business:
- Missing certifications, awards, and recognitions that prove its data analytics expertise
- Insufficient experience in your industry, type of data, and technological infrastructure
- Inability to customize its solutions to your specific requirements and integrate them with your systems
- No documentation processes, cybersecurity policies, or knowledge of industry-specific regulations
- Lack of a clear big data strategy and inability to tie processes to tangible business outcomes
- Poor client services, as seen in client testimonies and feedback
What key questions should you ask before signing a big data contract?
Before signing a big data contract, consider asking these key questions:
- Can you provide examples of projects you've completed in our specific industry or with similar data types?
- How do you ensure data quality and accuracy throughout the analytics process?
- What is your approach to data integration with existing systems?
- What is your approach to knowledge transfer and training for our internal team?
- How will you ensure that the insights generated are actionable and integrated into our decision-making processes?
How does big data consulting differ from business intelligence or analytics services?
Big data consulting involves collecting, organizing, cleansing, storing, managing, and analyzing volumes of raw data in real-time (velocity) and from multiple sources (variety). On the other hand, business intelligence focuses on translating this information into digestible and actionable business insights. Often, these two fields work together to help organizations maximize their data.
Lastly, traditional analytics services only deal with structured data and use statistical, descriptive, and diagnostic analytics. As such, they don’t have the capacity or the systems to derive accurate insights from vast data sets.
Which tools, databases, and platforms do top big data companies use?
Top big data companies use the following tools, databases, and platforms:
- Programming languages: SQL, NoSQL, Python, Java, Scala
- Big data processing tools: Hadoop, Apache Spark, Kafka, Flink, Storm
- Data mining: RapidMiner, Presto
- Data storage: Snowflake, MongoDB, BigQuery, Oracle, IBM, SAP HANA
- Data management: Talend, Informatica, Apache Airflow, Apache Zookeeper
- Data governance: Collibra, Informatica Axon, Alation
- BI tools: Microsoft BI, Tableau
- Cloud platforms: AWS, Google, Azure, Cloudera
How legitimate is the content in the FAQs?
We’re committed to providing practical and accurate information to both businesses and agencies, so we turned to Chike Agbai, founder and CEO of Azumo, a fast-growing software development company. He shared his perspective on what qualifications to look for in a big data partner.
Chike Agbai spent nearly two decades as an investment banker on Wall Street, where he advised leading software companies such as Oracle, Salesforce, and Dell on high-stake transactions, before founding Azumo in 2016. Under his leadership, Azumo has grown into a multi-million-dollar business, creating software solutions for global brands like Meta, Discovery, and Zynga, as well as high-growth startups.